The prevalence of PIV3 co-infections varies greatly across populations. Previously, PIV3 co-infections were observed in approximately 76% of children in Beijing, 43% in Changsha, 40.4% in Guangzhou, and 6.58% in Wenzhou (
6,
9,
11,
12). Our findings revealed that among the 2539 ARI patients infected with PIV3, 34% had co-infections with other pathogens, and 2.4% had co-infections with more than two pathogens. The age group, comorbidities, disease severity of patients, antibiotic exposure, detection methods used, and spatiotemporal variations all contributed to the variability in the overall proportions of co-infections in the current study. It is worth noting that in 2018 and 2019, the co-infection rates of PIV3 were 40.5% and 37.9%, respectively, while in 2020 and 2021, after the outbreak of COVID-19 in Wuhan, the co-infection rate of PIV3 decreased to 23.5% and then to 21.3%.
Mycoplasma pneumoniae was found to be the most common co-infecting pathogen (71.3%), followed by other bacteria (13.3%) and viruses (8.2%). Infections with
M. pneumoniae may be more common in China than in other countries (
13-
15). An investigation conducted in China found that the
M. pneumoniae infection rate in 593 hospitalized children with segmental/lobar pattern pneumonia was 72.34%, while another study found that
M. pneumoniae infections were responsible for 32.4% of community-acquired pneumonias (
14,
15). Notably, the co-infection rate with viruses increased to 14.2% in 2020, while the co-infection rate with bacteria decreased from 17.6% in 2019 to 2.3%. This could be due to a shift in the co-infection pattern caused by the COVID-19 epidemic in 2020, reduced personnel movement, and increased personal protection measures. These measures may have a greater impact on the spread of bacteria than viruses.
As known, RSV and PIV3 are the most prevalent viruses in patients with ARI in China (
1,
4-
6,
16). In the viral co-infection cohort, the most frequently co-detected virus was RSV (60.6%). Consistent with previous reports, in the bacterial co-infection cohort, we found that
S. pneumoniae (51.3%) was the most frequent bacterial co-infection; however, both
S. aureus (20.9%) and
H. influenzae (20.9%) co-infections were also quite common (
7,
17). The epidemiological characteristics of an illness can aid in determining the disease's etiological factors (
13,
18,
19). Further research is required in the epidemiology of viral and bacterial co-infections, including information regarding gender, age, seasonality, appropriate diagnostic testing and methodologies, and biomarker utilization.
A significantly higher proportion of
M. pneumoniae co-infections was observed in girls than in PIV3 mono-infection patients. As literature supports our findings, it is inferred that girls are more susceptible to
M. pneumoniae infection, but more data and theoretical support are needed (
13). It has been reported that PIV3 co-infection with a respiratory virus is most common in children under the age of one year (67.39%), which is consistent with our findings (
9). Conversely, children with
M. pneumoniae infections and co-infections with more than two pathogens occur mainly in children 1 – 3 years of age. This could be because
M. pneumoniae infection is uncommon in children under one year (
13). In addition, the co-infection rate of any pathogen in children over six years of age is less than 2%. The impact of co-infection on the severity of ARI remains questionable (
11,
12,
17). Like earlier studies, the current investigation found no evidence that PIV3 co-infections with any pathogen are linked to ventilator support and ICU hospitalizations (
11,
12). However, the mean length of stay for children with
M. pneumoniae, bacterial co-infection, and co-infections with more than two pathogens was significantly higher than that for children infected with a single PIV3 infection.
We discovered that the lower respiratory tract infection rate in these cases is much higher than that for PIV3 infections alone, regardless of whether the cohort is a bacterial co-infection or a co-infection of more than two pathogens. Furthermore, among children with co-infections with more than two pathogens, the incidence of pneumonia was the highest in the five cohorts. Our findings suggest that bacterial co-infections and co-infections with more than two pathogens may impact the severity of ARI and result in worse symptoms. This contradicts previous reports' conclusion (
12,
20). However, these reports do not explicitly cover cases of upper respiratory tract infections or specifically classify the pathogens involved in co-infection. Inconsistencies in the conclusions could be caused by variations in the cohort settings and case sources. These associations need to be confirmed by additional research.
In our study, children with
M. pneumoniae co-infections had a higher percentage of monocytes, segmented and banded neutrophils, and a lower percentage of lymphocytes than children with PIV3 alone. Similarly, bacterial and multi-pathogen co-infections resulted in more segmented neutrophils and fewer lymphocytes. Bacterial co-infections also produced a significant increase in the white blood cell count. Common inflammatory markers may be useful in distinguishing infections caused by PIV3 alone from infections caused by other pathogens (
21,
22). Our research has several limitations. One significant limitation is that this was a retrospective study, and not all of the data was available, which may have influenced the outcome of the analysis. Second, pathogen detection methods and pathogen detection ranges are limited, and detection does not completely cover all respiratory pathogens. Finally, severe cases are more likely to be tested for PIV3 and other respiratory pathogen infections, while milder cases may be overlooked.
5.1. Conclusions
In conclusion, co-infection of PIV3 with other pathogens is common, and co-infection with different pathogens exhibits different epidemic and clinical characteristics. Our findings suggest that PIV3 co-infections may be associated with a longer hospital stay and support the link between PIV3 co-infections with bacterial or multiple pathogens and the severity of ARI with worse symptoms.